Vehicle sales state verification method and device, electronic equipment and storage medium

Abstract

The application relates to the technical field of vehicles, in particular to a vehicle sales state verification method and device, electronic equipment and a storage medium, wherein the method comprises the following steps: acquiring sales data and Internet of Vehicles data of a vehicle; preprocessing the sales data and the Internet of Vehicles data to obtain processed sales data and processed Internet of Vehicles data, and determining at least one vehicle to be verified according to the processed sales data and the processed Internet of Vehicles data; acquiring vehicle machine network card data of the vehicle to be verified, determining an actual sales state of the vehicle to be verified according to the vehicle machine network card data, and generating a verification result of the vehicle to be verified according to the actual sales state. Therefore, the problem that related technologies cannot accurately verify the sales data of a vehicle is solved, the sales data and the vehicle machine data can be integrated, the information island is broken, the data value is utilized, and the real sales state of the vehicle can be mastered.

Description

TECHNICAL FIELD

[0001] The present application relates to the technical field of vehicles, in particular to a vehicle sales state verification method and device, electronic equipment and a storage medium. BACKGROUND

[0002] With the vigorous development of the automobile market, accurate sales records are increasingly important for maintaining the order and transparency of the entire automobile market. If a dealer or salesperson intentionally fabricates sales records, it may distort the market competition environment and affect the interests of other legitimate dealers. Verifying vehicle sales records can contribute to a transparent, fair and orderly automobile market environment.

[0003] In related technologies, the sales of vehicles are mainly understood by obtaining sales data through a DMS sales system. However, the DMS sales system collects vehicle data sold by dealers, and there may be sales personnel intentionally fabricating sales records, which cannot accurately verify whether the vehicle is actually sold. SUMMARY

[0004] The present application provides a vehicle sales state verification method, device, electronic equipment and storage medium to solve the problem that related technologies cannot accurately verify vehicle sales data. The sales data and vehicle data can be integrated to break the information silos, realize the value of data, and master the real sales of vehicles.

[0005] The first aspect of the present application provides a vehicle sales state verification method, comprising the following steps:

[0006] Obtaining sales data and vehicle networking data of a vehicle;

[0007] Preprocessing the sales data and the vehicle networking data to obtain processed sales data and processed vehicle networking data, and determining at least one vehicle to be verified according to the processed sales data and the processed vehicle networking data; and

[0008] Obtaining vehicle machine network card data of the vehicle to be verified, determining an actual sales state of the vehicle to be verified according to the vehicle machine network card data, and generating a verification result of the at least one vehicle to be verified according to the actual sales state.

[0009] Optionally, in some embodiments, the generating of the verification result of the at least one vehicle to be verified according to the actual sales state comprises:

[0010] Determining whether the actual sales state meets a preset verification condition. If the actual sales state meets the preset verification condition, it is determined that the verification result is actually sold, otherwise, it is determined that the verification result is not actually sold.

[0011] Optionally, in some embodiments, the determining at least one vehicle to be verified according to the processed sales data and the processed vehicle networking data comprises:

[0012] filtering a target vehicle with a sales state of yes from the processed sales data;

[0013] judging whether the target vehicle contains a vehicle networking function based on the processed vehicle networking data, and determining the target vehicle as the vehicle to be verified if the target vehicle contains the vehicle networking function.

[0014] Optionally, in some embodiments, the preset verification condition is that the vehicle telematics card has been opened and authenticated.

[0015] Optionally, in some embodiments, after the verification result of the at least one vehicle to be verified is generated according to the actual sales state, the method further comprises:

[0016] generating visual information according to the verification result, and displaying the visual information.

[0017] A second aspect embodiment of the present application provides a verification device for a vehicle sales state, comprising:

[0018] an acquisition module configured to acquire sales data and vehicle networking data of a vehicle;

[0019] a determination module configured to pre-process the sales data and the vehicle networking data to obtain processed sales data and processed vehicle networking data, and determine at least one vehicle to be verified according to the processed sales data and the processed vehicle networking data; and

[0020] a verification module configured to acquire vehicle telematics card data of the vehicle to be verified, determine an actual sales state of the vehicle to be verified according to the vehicle telematics card data, and generate a verification result of the at least one vehicle to be verified according to the actual sales state.

[0021] Optionally, in some embodiments, the verification module comprises:

[0022] a judging unit configured to judge whether the actual sales state meets a preset verification condition, and determine that the verification result is actually sold if the actual sales state meets the preset verification condition, or determine that the verification result is not actually sold otherwise.

[0023] Optionally, in some embodiments, the determination module comprises:

[0024] a filtering unit configured to filter a target vehicle with a sales state of yes from the processed sales data;

[0025] determining unit configured to determine, based on the processed vehicle network data, whether the target vehicle contains a vehicle networking function, and determine the target vehicle as the vehicle to be verified if the target vehicle contains the vehicle networking function.

[0026] Optionally, in some embodiments, the preset verification condition is that the vehicle telematics card has been opened and authenticated.

[0027] Optionally, in some embodiments, after the verification result of the at least one vehicle to be verified is generated according to the actual sales status, the verification module comprises:

[0028] a display unit configured to generate visual information according to the verification result and display the visual information.

[0029] The third aspect of the present application provides an electronic device, comprising a memory, a processor, and a computer program stored in the memory and executable on the processor, wherein the processor executes the program to implement the vehicle sales status verification method as described in the above embodiments.

[0030] The fourth aspect of the present application provides a computer readable storage medium having a computer program stored thereon, which is executed by a processor to implement the vehicle sales status verification method as described in the above embodiments.

[0031] Therefore, by obtaining the sales data and the vehicle networking data of the vehicle, and preprocessing the sales data and the vehicle networking data to obtain processed sales data and processed vehicle networking data, determining at least one vehicle to be verified according to the processed sales data and the processed vehicle networking data, obtaining the vehicle telematics card data of the vehicle to be verified, determining the actual sales status of the vehicle to be verified according to the vehicle telematics card data, and generating the verification result of the at least one vehicle to be verified according to the actual sales status, the problem that the related art is difficult to accurately verify the sales data of the vehicle is solved, the sales data and the vehicle telematics data are integrated, the information silos are broken, the data value is realized, and the real sales situation of the vehicle is mastered.

[0032] Additional aspects and advantages of the present application will be in part apparent and in part pointed out hereinafter. BRIEF DESCRIPTION OF DRAWINGS

[0033] The above and / or additional aspects and advantages of the present application will become apparent and be readily appreciated from the following description, including the accompanying drawings.

[0034] Figure 1 A flowchart of a vehicle sales status verification method according to an embodiment of the present application is shown.

[0035] Figure 2 A schematic diagram of the principle of a vehicle sales status verification method according to an embodiment of the present application;

[0036] Figure 3 A schematic diagram of the principle of a vehicle sales status verification method according to another embodiment of the present application;

[0037] Figure 4 A flowchart of a vehicle sales status verification method according to an embodiment of the present application;

[0038] Figure 5 A block schematic diagram of a vehicle sales status verification device according to an embodiment of the present application;

[0039] Figure 6 A structural schematic diagram of an electronic device according to an embodiment of the present application. DETAILED DESCRIPTION

[0040] Embodiments of the present application are described in detail below with reference to the accompanying drawings, in which the same or similar notations used throughout the drawings and the specific description denote the same or similar elements or elements having the same or similar functions. The embodiments described below with reference to the accompanying drawings are exemplary and are intended to explain the present application, and cannot be understood as limiting the present application.

[0041] A vehicle sales status verification method, device, electronic device and storage medium according to embodiments of the present application are described below with reference to the accompanying drawings. In view of the problem that the related art mentioned in the background art cannot accurately verify the sales data of a vehicle, the present application provides a vehicle sales status verification method, in which the sales data of a vehicle and the Internet of Vehicles data are obtained, the sales data and the Internet of Vehicles data are preprocessed to obtain processed sales data and processed Internet of Vehicles data, at least one vehicle to be verified is determined according to the processed sales data and the processed Internet of Vehicles data, the vehicle machine network card data of the vehicle to be verified is obtained, the actual sales status of the vehicle to be verified is determined according to the vehicle machine network card data, and a verification result of the at least one vehicle to be verified is generated according to the actual sales status. Thus, the problem that the related art cannot accurately verify the sales data of a vehicle is solved, the sales data and the vehicle machine data can be integrated and fused to break the information island, the data value can be utilized, and the real sales status of a vehicle can be mastered.

[0042] Specifically, Figure 1 A flowchart of a vehicle sales status verification method according to an embodiment of the present application.

[0043] As Figure 1 shown, the vehicle sales status verification method includes the following steps:

[0044] In step S101, sales data and Internet of Vehicles data of a vehicle are acquired.

[0045] The sales data of the vehicle can include a frame number, a dealer code, a dealer name, a vehicle filing time, a sales state, etc., and the Internet of Vehicles data includes determination data of whether the vehicle contains Internet of Vehicles function.

[0046] Specifically, the embodiment of the application can collect sales data and Internet of Vehicles data of a vehicle DMS (Dealer Management System, automobile dealer management system), and synchronize the sales data of the vehicle to Hive (a data warehouse tool) through dolphinscheduler (a scheduling system) and datax (a data synchronization component), wherein the Hive is a data warehouse tool based on Hadoop, and is used for data extraction, transformation, loading, etc., supports large-scale data storage and analysis, and uses the Hive as a data storage component.

[0047] In step S102, the sales data and the Internet of Vehicles data are preprocessed to obtain processed sales data and processed Internet of Vehicles data, and at least one vehicle to be verified is determined according to the processed sales data and the processed Internet of Vehicles data.

[0048] It can be understood that the sales data and the Internet of Vehicles data can come from multiple platforms, and there can be a large amount of data that cannot be utilized. The embodiment of the application can utilize a distributed platform to preprocess the sales data and the Internet of Vehicles data to obtain processed sales data.

[0049] The distributed platform can be Hadoop (a distributed system infrastructure) and Spark (a computing engine).

[0050] Specifically, the embodiment of the application preprocesses the data through a distributed platform or a computing engine, fuses, cleanses and processes cross-platform data, eliminates useless data, filters data that does not meet the conditions, and distributes the results of data processing.

[0051] Further, in some embodiments, determining at least one vehicle to be verified according to the processed sales data and the processed Internet of Vehicles data includes: screening a target vehicle with a sales state of yes from the processed sales data; judging whether the target vehicle contains Internet of Vehicles function based on the processed Internet of Vehicles data, and if the target vehicle contains Internet of Vehicles function, determining the target vehicle as a vehicle to be verified.

[0052] Specifically, the embodiment of the application can utilize a distributed platform to screen a vehicle with a sales state of yes and with Internet of Vehicles function as a vehicle to be verified.

[0053] Through the above methods, the embodiments of this application can store the acquired vehicle data from various platforms, analyze and process large-scale data, improve the accuracy of data processing, and thus realize distributed processing of large-scale data.

[0054] In step S103, the vehicle network card data of the vehicle to be verified is obtained, the actual sales status of the vehicle to be verified is determined based on the vehicle network card data, and at least one verification result of the vehicle to be verified is generated based on the actual sales status.

[0055] The vehicle network card data includes SIM card information, such as SIM card number, SIM card status, and real-name authentication status.

[0056] Optionally, in some embodiments, generating a verification result for at least one vehicle to be verified based on the actual sales status includes: determining whether the actual sales status meets preset verification conditions; if the actual sales status meets the preset verification conditions, then determining the verification result as actually sold; otherwise, determining the verification result as not actually sold.

[0057] The preset verification condition is that the vehicle network card has been activated and authenticated.

[0058] Specifically, such as Figure 2 As shown in the embodiment of this application, the DMS sales status data is first determined to be a vehicle to be verified that has vehicle networking function, and the current actual sales status of the vehicle is output through the vehicle network card (SIM card) status data of the vehicle to be verified. If the vehicle network card is activated and real-name authenticated, the vehicle to be verified has been actually sold; otherwise, the vehicle to be verified has not been actually sold.

[0059] Optionally, in some embodiments, after generating verification results for at least one vehicle to be verified based on the actual sales status, the method includes: generating visualization information based on the verification results and displaying the visualization information.

[0060] Specifically, in this embodiment of the application, after generating verification results for at least one vehicle to be verified based on the actual sales status, the sales status analysis of the vehicle to be verified can be performed to obtain the verification results. For example, by statistically analyzing the sales status type, data update frequency, and user usage of vehicles that have been actually sold and those that have not been actually sold, the statistical results can be used as the verification results.

[0061] After obtaining the verification results, visual information is generated based on the verification results and pushed to the visualization analysis platform, where the verification results of the vehicle to be verified are displayed.

[0062] It should be noted that in the embodiments of the present application, the distributed platform is provided with a database, and the database is used to store DMS sales data, Internet of Vehicles data and vehicle machine network card data (SIM card data) of the vehicle.

[0063] In actual execution process, as shown in Figure 3 , the embodiments of the present application can use the data of Hive as a data source, use the Hadoop engine to determine one or more target verification vehicles according to the DMS sales data and the Internet of Vehicles data, output the current actual sales state data of the vehicle according to the current state of the built-in Internet of Things card (SIM card) of the vehicle and the real-name authentication state, and access the visual analysis platform with this data source to generate a vehicle verification analysis report in the visual analysis platform.

[0064] Therefore, the embodiments of the present application can determine the to-be-verified vehicle according to the DMS sales data and the Internet of Vehicles data, and perform visual monitoring and analysis on the to-be-verified vehicle, thereby realizing monitoring of the to-be-verified vehicle, timely displaying the actual sales information of the vehicle to the business party every day, so that the business party can timely master the latest real sales situation.

[0065] In summary, as shown in Figure 4 , the embodiments of the present application use the distributed platform to integrate the DMS sales system and the TSP system, break the information island, and exert the data value; use the distributed framework to process large-scale data, improve the computing efficiency and stability, and improve the human efficiency; at the same time, through the visual platform, the target verification vehicle can be analyzed and monitored, and the business personnel can timely check the real sales state of the current vehicle, so as to master the real sales situation of the vehicle.

[0066] According to the vehicle sales state verification method provided by the embodiments of the present application, the sales data and the Internet of Vehicles data of the vehicle are obtained, the sales data and the Internet of Vehicles data are preprocessed to obtain processed sales data and processed Internet of Vehicles data, at least one to-be-verified vehicle is determined according to the processed sales data and the processed Internet of Vehicles data, vehicle machine network card data of the to-be-verified vehicle is obtained, the actual sales state of the to-be-verified vehicle is determined according to the vehicle machine network card data, and a verification result of at least one to-be-verified vehicle is generated according to the actual sales state. Therefore, the problem that the related art cannot accurately verify the sales data of the vehicle is solved, the sales data and the vehicle machine data can be integrated, the information island can be broken, the data value can be exerted, and the real sales situation of the vehicle can be mastered.

[0067] Secondly, the vehicle sales state verification device according to the embodiments of the present application is described with reference to the accompanying drawings.

[0068] Figure 5 is a block schematic diagram of the vehicle sales state verification device of the embodiments of the present application.

[0069] As Figure 5 shown in the figure, the vehicle sales state verification device 10 includes an acquisition module 100, a determination module 200, and a verification module 300.

[0070] The acquisition module 100 is configured to acquire vehicle sales data and vehicle networking data.

[0071] The determination module 200 is configured to preprocess the sales data and the vehicle networking data to obtain processed sales data and processed vehicle networking data, and determine at least one vehicle to be verified according to the processed sales data and the processed vehicle networking data.

[0072] The verification module 300 is configured to acquire vehicle machine networking card data of the vehicle to be verified, determine an actual sales state of the vehicle to be verified according to the vehicle machine networking card data, and generate a verification result of the vehicle to be verified according to the actual sales state.

[0073] Optionally, in some embodiments, the verification module 300 includes a judgment unit.

[0074] The judgment unit is configured to determine whether the actual sales state meets a preset verification condition, and if the actual sales state meets the preset verification condition, determine that the verification result is that the vehicle has been actually sold, otherwise, determine that the verification result is that the vehicle has not been actually sold.

[0075] Optionally, in some embodiments, the determination module 200 includes a screening unit and a determination unit.

[0076] The screening unit is configured to screen a target vehicle with a sales state of yes from the processed sales data.

[0077] The determination unit is configured to determine whether the target vehicle contains a vehicle networking function based on the processed vehicle networking data, and if the target vehicle contains the vehicle networking function, determine that the target vehicle is the vehicle to be verified.

[0078] Optionally, in some embodiments, the preset verification condition is that the vehicle machine networking card has been opened and authenticated.

[0079] Optionally, in some embodiments, after generating the verification result of the at least one vehicle to be verified according to the actual sales state, the verification module 300 includes a display unit.

[0080] The display unit is configured to generate visual information according to the verification result, and display the visual information.

[0081] It should be noted that the above description of the vehicle sales state verification method embodiment is also applicable to the vehicle sales state verification device of this embodiment, which will not be described here.

[0082] According to the vehicle sales state verification device provided in the embodiments of the present application, the sales data and the Internet of Vehicles data of a vehicle are acquired, the sales data and the Internet of Vehicles data are preprocessed to obtain processed sales data and processed Internet of Vehicles data, at least one vehicle to be verified is determined according to the processed sales data and the processed Internet of Vehicles data, the vehicle machine network card data of the vehicle to be verified is acquired, the actual sales state of the vehicle to be verified is determined according to the vehicle machine network card data, and the verification result of the at least one vehicle to be verified is generated according to the actual sales state. In this way, the problem that the related art is difficult to accurately verify the sales data of the vehicle is solved, the sales data and the vehicle machine data can be integrated and fused, the information island is broken, the data value is exerted, and the real sales state of the vehicle is mastered.

[0083] Figure 6 The electronic device provided in the embodiments of the present application is shown in a structural schematic diagram. The electronic device can include:

[0084] The memory 601, the processor 602, and the computer program stored in the memory 601 and executable on the processor 602.

[0085] The processor 602 implements the vehicle sales state verification method provided in the above embodiments when executing the program.

[0086] Further, the electronic device further includes:

[0087] The communication interface 603 is used for communication between the memory 601 and the processor 602.

[0088] The memory 601 is used for storing the computer program executable on the processor 602.

[0089] The memory 601 can include a high-speed RAM (Random Access Memory, random access memory) memory, and can also include a non-volatile memory, for example, at least one disk memory.

[0090] If the memory 601, the processor 602, and the communication interface 603 are independently implemented, the communication interface 603, the memory 601, and the processor 602 can be connected to each other through a bus and complete communication between each other. The bus can be an ISA (Industry Standard Architecture, industrial standard architecture) bus, a PCI (Peripheral Component, peripheral component interconnect) bus, or an EISA (Extended Industry Standard Architecture, extended industrial standard architecture) bus, etc. The bus can be divided into an address bus, a data bus, a control bus, etc. For the convenience of representation, Figure 6Only one bus or only one type of bus can exist, however.

[0091] Optionally, if the memory 601, the processor 602 and the communication interface 603 are integrated on a chip, the memory 601, the processor 602 and the communication interface 603 can complete the communication among each other through an internal interface.

[0092] The processor 602 can be a CPU (Central Processing Unit, central processor), or an ASIC (Application Specific Integrated Circuit, specific integrated circuit), or one or more integrated circuits configured to implement the embodiments of the present application.

[0093] The embodiments of the present application also provide a computer readable storage medium, which has stored a computer program, and the program is executed by a processor to implement the vehicle sales state verification method.

[0094] In the description of the present specification, the description of the terms "one embodiment", "some embodiments", "an example", "a specific example", or "some examples" means that the specific features, structures, materials or characteristics described in connection with the embodiment or example are included in at least one embodiment or example of the present application. In the present specification, the illustrative description of the above terms is not necessarily directed to the same embodiment or example. Moreover, the specific features, structures, materials or characteristics described can be combined in any one or N embodiments or examples in a suitable manner. In addition, the person skilled in the art can combine and combine the different embodiments or examples described in the present specification and the features of the different embodiments or examples without contradiction.

[0095] In addition, the terms "first", "second" are only for descriptive purposes, and cannot be understood as indicating or implying relative importance or implicitly indicating the number of the indicated technical features. Therefore, the features defined with "first", "second" can explicitly or implicitly include at least one of the features. In the description of the present application, the meaning of "N" is at least two, for example, two, three, etc., unless otherwise specifically limited.

[0096] Any process or method described in a flowchart or otherwise described herein can be understood as representing code modules, segments, or portions of code that include one or more executable instructions for implementing the specified logical functions or steps, and the various embodiments of the application include alternative implementations of the described processes or methods, in which the order of steps can be changed, including the use of simultaneous steps or otherwise, and in which certain steps can be performed concurrently, or in reverse order, depending on the functions involved, which should be apparent to those skilled in the art.

[0097] It should be understood that portions of the application can be implemented in hardware, software, firmware, or combinations thereof. In the above embodiments, the steps or methods can be implemented in software or firmware stored in a memory and executed by a suitable instruction execution system. As such, if implemented in hardware, and in another embodiment, any of the following technologies, or combinations thereof, can be used: discrete logic circuitry having logic gates for implementing logic functions upon an application of data signals, application specific integrated circuits having appropriate combinational logic gates, programmable gate arrays, field programmable gate arrays, and the like.

[0098] Those of ordinary skill in the art can understand that all or part of the steps carried out by the above-mentioned embodiment method can be completed by a program instructing the relevant hardware, and the program can be stored in a computer readable storage medium, and when the program is executed, it includes one of the steps of the method embodiment or a combination thereof.

[0099] Although the above has shown and described the embodiments of the present application, it should be understood that the above-mentioned embodiments are exemplary and cannot be understood as limiting the present application, and those of ordinary skill in the art can make changes, modifications, replacements and variations to the above-mentioned embodiments within the scope of the present application.

Claims

1. A method of verifying a vehicle sales status, characterized by, The method comprises the following steps: obtaining sales data and Internet of Vehicles data of vehicles; preprocessing the sales data and the Internet of Vehicles data to obtain processed sales data and processed Internet of Vehicles data, and determining at least one vehicle to be verified according to the processed sales data and the processed Internet of Vehicles data; and obtaining vehicle machine network card data of the vehicle to be verified, determining an actual sales state of the vehicle to be verified according to the vehicle machine network card data, and generating a verification result of the at least one vehicle to be verified according to the actual sales state, the generating of the verification result of the at least one vehicle to be verified according to the actual sales state comprises: judging whether the actual sales state meets a preset verification condition, if the actual sales state meets the preset verification condition, determining that the verification result is that the vehicle has been actually sold, otherwise, determining that the verification result is that the vehicle has not been actually sold; the determining of the at least one vehicle to be verified according to the processed sales data and the processed Internet of Vehicles data comprises: screening a target vehicle with a sales state of yes from the processed sales data; judging whether the target vehicle contains an Internet of Vehicles function based on the processed vehicle network data, if the target vehicle contains the Internet of Vehicles function, determining that the target vehicle is the vehicle to be verified.

2. The method of claim 1, wherein, The preset verification condition is that the vehicle machine network card has been opened and authenticated.

3. The method of claim 1, wherein, After the generating of the verification result of the at least one vehicle to be verified according to the actual sales state, comprising: generating visual information according to the verification result, and displaying the visual information.

4. A device for verifying a sales status of a vehicle, characterized by comprising: comprising: an obtaining module, configured to obtain sales data and Internet of Vehicles data of vehicles; a determining module, configured to preprocess the sales data and the Internet of Vehicles data to obtain processed sales data and processed Internet of Vehicles data, and determine at least one vehicle to be verified according to the processed sales data and the processed Internet of Vehicles data; and a verifying module, configured to obtain vehicle machine network card data of the vehicle to be verified, determine an actual sales state of the vehicle to be verified according to the vehicle machine network card data, and generate a verification result of the at least one vehicle to be verified according to the actual sales state; the verifying module comprises a judging unit configured to judge whether the actual sales state meets a preset verification condition, if the actual sales state meets the preset verification condition, determine that the verification result is that the vehicle has been actually sold, otherwise, determine that the verification result is that the vehicle has not been actually sold; the determining module comprises a screening unit configured to screen a target vehicle with a sales state of yes from the processed sales data; and a determining unit configured to judge whether the target vehicle contains an Internet of Vehicles function based on the processed vehicle network data, if the target vehicle contains the Internet of Vehicles function, determine that the target vehicle is the vehicle to be verified.

5. An electronic device, comprising: comprising: a memory, a processor, and a computer program stored in the memory and executable on the processor, the processor executes the computer program to implement the vehicle sales state verification method according to any one of claims 1-3.

6. A computer-readable storage medium having stored thereon a computer program, characterized in that, The computer program is executed by a processor for implementing the method of verifying the sales status of a vehicle according to any one of claims 1-3.

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